Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 13736 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.4 MiB |
| Average record size in memory | 489.2 B |
Variable types
| NUM | 8 |
|---|---|
| CAT | 7 |
State Name has constant value "13736" | Constant |
FIPS State Code has constant value "13736" | Constant |
Date has a high cardinality: 202 distinct values | High cardinality |
County Name has a high cardinality: 68 distinct values | High cardinality |
Georeferenced Latitude & Longitude has a high cardinality: 68 distinct values | High cardinality |
FIPS County Code is highly correlated with County Code | High correlation |
County Code is highly correlated with FIPS County Code | High correlation |
MA Children is highly correlated with MA Individuals | High correlation |
MA Individuals is highly correlated with MA Children | High correlation |
Georeferenced Latitude & Longitude is highly correlated with County Name | High correlation |
County Name is highly correlated with Georeferenced Latitude & Longitude | High correlation |
Date is uniformly distributed | Uniform |
County Name is uniformly distributed | Uniform |
Georeferenced Latitude & Longitude is uniformly distributed | Uniform |
County Code has 202 (1.5%) zeros | Zeros |
FIPS County Code has 202 (1.5%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-12 21:06:18.663235 |
|---|---|
| Analysis finished | 2020-12-12 21:06:25.822896 |
| Duration | 7.16 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.4 KiB |
| PA |
|---|
| Value | Count | Frequency (%) | |
| PA | 13736 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| P | 13736 | 50.0% | |
| A | 13736 | 50.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 27472 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| P | 13736 | 50.0% | |
| A | 13736 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 27472 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| P | 13736 | 50.0% | |
| A | 13736 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 27472 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| P | 13736 | 50.0% | |
| A | 13736 | 50.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.4 KiB |
| 42 |
|---|
| Value | Count | Frequency (%) | |
| 42 | 13736 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 4 | 13736 | 50.0% | |
| 2 | 13736 | 50.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 27472 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 13736 | 50.0% | |
| 2 | 13736 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 27472 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4 | 13736 | 50.0% | |
| 2 | 13736 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 27472 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 4 | 13736 | 50.0% | |
| 2 | 13736 | 50.0% |
Calendar Year
Real number (ℝ≥0)
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2011.415842 |
|---|---|
| Minimum | 2003 |
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 107.4 KiB |
Quantile statistics
| Minimum | 2003 |
|---|---|
| 5-th percentile | 2004 |
| Q1 | 2007 |
| median | 2011 |
| Q3 | 2016 |
| 95-th percentile | 2019 |
| Maximum | 2020 |
| Range | 17 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 4.875387193 |
|---|---|
| Coefficient of variation (CV) | 0.002423858405 |
| Kurtosis | -1.183897443 |
| Mean | 2011.415842 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.0006827321443 |
| Sum | 27628808 |
| Variance | 23.76940028 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 2015 | 816 | 5.9% | |
| 2007 | 816 | 5.9% | |
| 2016 | 816 | 5.9% | |
| 2009 | 816 | 5.9% | |
| 2017 | 816 | 5.9% | |
| 2010 | 816 | 5.9% | |
| 2018 | 816 | 5.9% | |
| 2011 | 816 | 5.9% | |
| 2019 | 816 | 5.9% | |
| 2004 | 816 | 5.9% | |
| 2012 | 816 | 5.9% | |
| 2005 | 816 | 5.9% | |
| 2013 | 816 | 5.9% | |
| 2006 | 816 | 5.9% | |
| 2014 | 816 | 5.9% | |
| 2008 | 816 | 5.9% | |
| 2003 | 408 | 3.0% | |
| 2020 | 272 | 2.0% |
| Value | Count | Frequency (%) | |
| 2003 | 408 | 3.0% | |
| 2004 | 816 | 5.9% | |
| 2005 | 816 | 5.9% | |
| 2006 | 816 | 5.9% | |
| 2007 | 816 | 5.9% | |
| 2008 | 816 | 5.9% | |
| 2009 | 816 | 5.9% | |
| 2010 | 816 | 5.9% | |
| 2011 | 816 | 5.9% | |
| 2012 | 816 | 5.9% |
| Value | Count | Frequency (%) | |
| 2020 | 272 | 2.0% | |
| 2019 | 816 | 5.9% | |
| 2018 | 816 | 5.9% | |
| 2017 | 816 | 5.9% | |
| 2016 | 816 | 5.9% | |
| 2015 | 816 | 5.9% | |
| 2014 | 816 | 5.9% | |
| 2013 | 816 | 5.9% | |
| 2012 | 816 | 5.9% | |
| 2011 | 816 | 5.9% |
Calendar Month
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.50990099 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 107.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.467427648 |
|---|---|
| Coefficient of variation (CV) | 0.5326390759 |
| Kurtosis | -1.230742105 |
| Mean | 6.50990099 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.008151845947 |
| Sum | 89420 |
| Variance | 12.02305449 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 7 | 1156 | 8.4% | |
| 12 | 1156 | 8.4% | |
| 4 | 1156 | 8.4% | |
| 11 | 1156 | 8.4% | |
| 3 | 1156 | 8.4% | |
| 10 | 1156 | 8.4% | |
| 2 | 1156 | 8.4% | |
| 9 | 1156 | 8.4% | |
| 1 | 1156 | 8.4% | |
| 8 | 1156 | 8.4% | |
| 6 | 1088 | 7.9% | |
| 5 | 1088 | 7.9% |
| Value | Count | Frequency (%) | |
| 1 | 1156 | 8.4% | |
| 2 | 1156 | 8.4% | |
| 3 | 1156 | 8.4% | |
| 4 | 1156 | 8.4% | |
| 5 | 1088 | 7.9% | |
| 6 | 1088 | 7.9% | |
| 7 | 1156 | 8.4% | |
| 8 | 1156 | 8.4% | |
| 9 | 1156 | 8.4% | |
| 10 | 1156 | 8.4% |
| Value | Count | Frequency (%) | |
| 12 | 1156 | 8.4% | |
| 11 | 1156 | 8.4% | |
| 10 | 1156 | 8.4% | |
| 9 | 1156 | 8.4% | |
| 8 | 1156 | 8.4% | |
| 7 | 1156 | 8.4% | |
| 6 | 1088 | 7.9% | |
| 5 | 1088 | 7.9% | |
| 4 | 1156 | 8.4% | |
| 3 | 1156 | 8.4% |
Month Name
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.4 KiB |
| February | |
|---|---|
| September | |
| November | |
| March | |
| July | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| February | 1156 | 8.4% | |
| September | 1156 | 8.4% | |
| November | 1156 | 8.4% | |
| March | 1156 | 8.4% | |
| July | 1156 | 8.4% | |
| August | 1156 | 8.4% | |
| January | 1156 | 8.4% | |
| December | 1156 | 8.4% | |
| April | 1156 | 8.4% | |
| October | 1156 | 8.4% | |
| May | 1088 | 7.9% | |
| June | 1088 | 7.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.193069307 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 12648 | 14.9% | |
| r | 10404 | 12.2% | |
| u | 6868 | 8.1% | |
| b | 5780 | 6.8% | |
| a | 5712 | 6.7% | |
| y | 4556 | 5.4% | |
| c | 3468 | 4.1% | |
| t | 3468 | 4.1% | |
| m | 3468 | 4.1% | |
| J | 3400 | 4.0% | |
| o | 2312 | 2.7% | |
| l | 2312 | 2.7% | |
| A | 2312 | 2.7% | |
| p | 2312 | 2.7% | |
| n | 2244 | 2.6% | |
| M | 2244 | 2.6% | |
| O | 1156 | 1.4% | |
| i | 1156 | 1.4% | |
| h | 1156 | 1.4% | |
| g | 1156 | 1.4% | |
| s | 1156 | 1.4% | |
| F | 1156 | 1.4% | |
| N | 1156 | 1.4% | |
| v | 1156 | 1.4% | |
| D | 1156 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 71332 | 83.9% | |
| Uppercase Letter | 13736 | 16.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| J | 3400 | 24.8% | |
| A | 2312 | 16.8% | |
| M | 2244 | 16.3% | |
| O | 1156 | 8.4% | |
| F | 1156 | 8.4% | |
| N | 1156 | 8.4% | |
| D | 1156 | 8.4% | |
| S | 1156 | 8.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 12648 | 17.7% | |
| r | 10404 | 14.6% | |
| u | 6868 | 9.6% | |
| b | 5780 | 8.1% | |
| a | 5712 | 8.0% | |
| y | 4556 | 6.4% | |
| c | 3468 | 4.9% | |
| t | 3468 | 4.9% | |
| m | 3468 | 4.9% | |
| o | 2312 | 3.2% | |
| l | 2312 | 3.2% | |
| p | 2312 | 3.2% | |
| n | 2244 | 3.1% | |
| i | 1156 | 1.6% | |
| h | 1156 | 1.6% | |
| g | 1156 | 1.6% | |
| s | 1156 | 1.6% | |
| v | 1156 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 85068 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 12648 | 14.9% | |
| r | 10404 | 12.2% | |
| u | 6868 | 8.1% | |
| b | 5780 | 6.8% | |
| a | 5712 | 6.7% | |
| y | 4556 | 5.4% | |
| c | 3468 | 4.1% | |
| t | 3468 | 4.1% | |
| m | 3468 | 4.1% | |
| J | 3400 | 4.0% | |
| o | 2312 | 2.7% | |
| l | 2312 | 2.7% | |
| A | 2312 | 2.7% | |
| p | 2312 | 2.7% | |
| n | 2244 | 2.6% | |
| M | 2244 | 2.6% | |
| O | 1156 | 1.4% | |
| i | 1156 | 1.4% | |
| h | 1156 | 1.4% | |
| g | 1156 | 1.4% | |
| s | 1156 | 1.4% | |
| F | 1156 | 1.4% | |
| N | 1156 | 1.4% | |
| v | 1156 | 1.4% | |
| D | 1156 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 85068 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 12648 | 14.9% | |
| r | 10404 | 12.2% | |
| u | 6868 | 8.1% | |
| b | 5780 | 6.8% | |
| a | 5712 | 6.7% | |
| y | 4556 | 5.4% | |
| c | 3468 | 4.1% | |
| t | 3468 | 4.1% | |
| m | 3468 | 4.1% | |
| J | 3400 | 4.0% | |
| o | 2312 | 2.7% | |
| l | 2312 | 2.7% | |
| A | 2312 | 2.7% | |
| p | 2312 | 2.7% | |
| n | 2244 | 2.6% | |
| M | 2244 | 2.6% | |
| O | 1156 | 1.4% | |
| i | 1156 | 1.4% | |
| h | 1156 | 1.4% | |
| g | 1156 | 1.4% | |
| s | 1156 | 1.4% | |
| F | 1156 | 1.4% | |
| N | 1156 | 1.4% | |
| v | 1156 | 1.4% | |
| D | 1156 | 1.4% |
| Distinct | 202 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.4 KiB |
| 04/01/2006 12:00:00 AM | 68 |
|---|---|
| 01/01/2016 12:00:00 AM | 68 |
| 01/01/2020 12:00:00 AM | 68 |
| 06/01/2019 12:00:00 AM | 68 |
| 09/01/2006 12:00:00 AM | 68 |
| Other values (197) |
| Value | Count | Frequency (%) | |
| 04/01/2006 12:00:00 AM | 68 | 0.5% | |
| 01/01/2016 12:00:00 AM | 68 | 0.5% | |
| 01/01/2020 12:00:00 AM | 68 | 0.5% | |
| 06/01/2019 12:00:00 AM | 68 | 0.5% | |
| 09/01/2006 12:00:00 AM | 68 | 0.5% | |
| 04/01/2013 12:00:00 AM | 68 | 0.5% | |
| 05/01/2009 12:00:00 AM | 68 | 0.5% | |
| 10/01/2012 12:00:00 AM | 68 | 0.5% | |
| 03/01/2007 12:00:00 AM | 68 | 0.5% | |
| 12/01/2004 12:00:00 AM | 68 | 0.5% | |
| 09/01/2010 12:00:00 AM | 68 | 0.5% | |
| 12/01/2011 12:00:00 AM | 68 | 0.5% | |
| 06/01/2014 12:00:00 AM | 68 | 0.5% | |
| 11/01/2019 12:00:00 AM | 68 | 0.5% | |
| 01/01/2017 12:00:00 AM | 68 | 0.5% | |
| 02/01/2020 12:00:00 AM | 68 | 0.5% | |
| 04/01/2015 12:00:00 AM | 68 | 0.5% | |
| 07/01/2015 12:00:00 AM | 68 | 0.5% | |
| 11/01/2017 12:00:00 AM | 68 | 0.5% | |
| 07/01/2006 12:00:00 AM | 68 | 0.5% | |
| 05/01/2016 12:00:00 AM | 68 | 0.5% | |
| 06/01/2015 12:00:00 AM | 68 | 0.5% | |
| 08/01/2009 12:00:00 AM | 68 | 0.5% | |
| 11/01/2012 12:00:00 AM | 68 | 0.5% | |
| 09/01/2016 12:00:00 AM | 68 | 0.5% | |
| Other values (177) | 12036 | 87.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 100232 | 33.2% | |
| 1 | 42228 | 14.0% | |
| 2 | 30872 | 10.2% | |
| / | 27472 | 9.1% | |
| 27472 | 9.1% | ||
| : | 27472 | 9.1% | |
| A | 13736 | 4.5% | |
| M | 13736 | 4.5% | |
| 7 | 2788 | 0.9% | |
| 4 | 2788 | 0.9% | |
| 9 | 2788 | 0.9% | |
| 8 | 2788 | 0.9% | |
| 6 | 2720 | 0.9% | |
| 5 | 2720 | 0.9% | |
| 3 | 2380 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 192304 | 63.6% | |
| Other Punctuation | 54944 | 18.2% | |
| Space Separator | 27472 | 9.1% | |
| Uppercase Letter | 27472 | 9.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 100232 | 52.1% | |
| 1 | 42228 | 22.0% | |
| 2 | 30872 | 16.1% | |
| 7 | 2788 | 1.4% | |
| 4 | 2788 | 1.4% | |
| 9 | 2788 | 1.4% | |
| 8 | 2788 | 1.4% | |
| 6 | 2720 | 1.4% | |
| 5 | 2720 | 1.4% | |
| 3 | 2380 | 1.2% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 27472 | 50.0% | |
| : | 27472 | 50.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 27472 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 13736 | 50.0% | |
| M | 13736 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 274720 | 90.9% | |
| Latin | 27472 | 9.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 100232 | 36.5% | |
| 1 | 42228 | 15.4% | |
| 2 | 30872 | 11.2% | |
| / | 27472 | 10.0% | |
| 27472 | 10.0% | ||
| : | 27472 | 10.0% | |
| 7 | 2788 | 1.0% | |
| 4 | 2788 | 1.0% | |
| 9 | 2788 | 1.0% | |
| 8 | 2788 | 1.0% | |
| 6 | 2720 | 1.0% | |
| 5 | 2720 | 1.0% | |
| 3 | 2380 | 0.9% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| A | 13736 | 50.0% | |
| M | 13736 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 302192 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 100232 | 33.2% | |
| 1 | 42228 | 14.0% | |
| 2 | 30872 | 10.2% | |
| / | 27472 | 9.1% | |
| 27472 | 9.1% | ||
| : | 27472 | 9.1% | |
| A | 13736 | 4.5% | |
| M | 13736 | 4.5% | |
| 7 | 2788 | 0.9% | |
| 4 | 2788 | 0.9% | |
| 9 | 2788 | 0.9% | |
| 8 | 2788 | 0.9% | |
| 6 | 2720 | 0.9% | |
| 5 | 2720 | 0.9% | |
| 3 | 2380 | 0.8% |
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.5 |
|---|---|
| Minimum | 0 |
| Maximum | 67 |
| Zeros | 202 |
| Zeros (%) | 1.5% |
| Memory size | 107.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 16.75 |
| median | 33.5 |
| Q3 | 50.25 |
| 95-th percentile | 64 |
| Maximum | 67 |
| Range | 67 |
| Interquartile range (IQR) | 33.5 |
Descriptive statistics
| Standard deviation | 19.62850093 |
|---|---|
| Coefficient of variation (CV) | 0.5859254009 |
| Kurtosis | -1.20051932 |
| Mean | 33.5 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0 |
| Sum | 460156 |
| Variance | 385.2780488 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 63 | 202 | 1.5% | |
| 50 | 202 | 1.5% | |
| 2 | 202 | 1.5% | |
| 10 | 202 | 1.5% | |
| 18 | 202 | 1.5% | |
| 26 | 202 | 1.5% | |
| 34 | 202 | 1.5% | |
| 42 | 202 | 1.5% | |
| 58 | 202 | 1.5% | |
| 55 | 202 | 1.5% | |
| 66 | 202 | 1.5% | |
| 3 | 202 | 1.5% | |
| 11 | 202 | 1.5% | |
| 19 | 202 | 1.5% | |
| 27 | 202 | 1.5% | |
| 35 | 202 | 1.5% | |
| 65 | 202 | 1.5% | |
| 57 | 202 | 1.5% | |
| 49 | 202 | 1.5% | |
| 41 | 202 | 1.5% | |
| 33 | 202 | 1.5% | |
| 25 | 202 | 1.5% | |
| 17 | 202 | 1.5% | |
| 9 | 202 | 1.5% | |
| 1 | 202 | 1.5% | |
| Other values (43) | 8686 | 63.2% |
| Value | Count | Frequency (%) | |
| 0 | 202 | 1.5% | |
| 1 | 202 | 1.5% | |
| 2 | 202 | 1.5% | |
| 3 | 202 | 1.5% | |
| 4 | 202 | 1.5% | |
| 5 | 202 | 1.5% | |
| 6 | 202 | 1.5% | |
| 7 | 202 | 1.5% | |
| 8 | 202 | 1.5% | |
| 9 | 202 | 1.5% |
| Value | Count | Frequency (%) | |
| 67 | 202 | 1.5% | |
| 66 | 202 | 1.5% | |
| 65 | 202 | 1.5% | |
| 64 | 202 | 1.5% | |
| 63 | 202 | 1.5% | |
| 62 | 202 | 1.5% | |
| 61 | 202 | 1.5% | |
| 60 | 202 | 1.5% | |
| 59 | 202 | 1.5% | |
| 58 | 202 | 1.5% |
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.01470588 |
|---|---|
| Minimum | 0 |
| Maximum | 133 |
| Zeros | 202 |
| Zeros (%) | 1.5% |
| Memory size | 107.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 32.5 |
| median | 66 |
| Q3 | 99.5 |
| 95-th percentile | 127 |
| Maximum | 133 |
| Range | 133 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 39.23207813 |
|---|---|
| Coefficient of variation (CV) | 0.5942930079 |
| Kurtosis | -1.203250816 |
| Mean | 66.01470588 |
| Median Absolute Deviation (MAD) | 34 |
| Skewness | 0.002107033734 |
| Sum | 906778 |
| Variance | 1539.155954 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 127 | 202 | 1.5% | |
| 51 | 202 | 1.5% | |
| 3 | 202 | 1.5% | |
| 11 | 202 | 1.5% | |
| 19 | 202 | 1.5% | |
| 27 | 202 | 1.5% | |
| 35 | 202 | 1.5% | |
| 43 | 202 | 1.5% | |
| 59 | 202 | 1.5% | |
| 119 | 202 | 1.5% | |
| 67 | 202 | 1.5% | |
| 75 | 202 | 1.5% | |
| 83 | 202 | 1.5% | |
| 91 | 202 | 1.5% | |
| 99 | 202 | 1.5% | |
| 107 | 202 | 1.5% | |
| 129 | 202 | 1.5% | |
| 121 | 202 | 1.5% | |
| 113 | 202 | 1.5% | |
| 105 | 202 | 1.5% | |
| 97 | 202 | 1.5% | |
| 89 | 202 | 1.5% | |
| 81 | 202 | 1.5% | |
| 73 | 202 | 1.5% | |
| 65 | 202 | 1.5% | |
| Other values (43) | 8686 | 63.2% |
| Value | Count | Frequency (%) | |
| 0 | 202 | 1.5% | |
| 1 | 202 | 1.5% | |
| 3 | 202 | 1.5% | |
| 5 | 202 | 1.5% | |
| 7 | 202 | 1.5% | |
| 9 | 202 | 1.5% | |
| 11 | 202 | 1.5% | |
| 13 | 202 | 1.5% | |
| 15 | 202 | 1.5% | |
| 17 | 202 | 1.5% |
| Value | Count | Frequency (%) | |
| 133 | 202 | 1.5% | |
| 131 | 202 | 1.5% | |
| 129 | 202 | 1.5% | |
| 127 | 202 | 1.5% | |
| 125 | 202 | 1.5% | |
| 123 | 202 | 1.5% | |
| 121 | 202 | 1.5% | |
| 119 | 202 | 1.5% | |
| 117 | 202 | 1.5% | |
| 115 | 202 | 1.5% |
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.4 KiB |
| Dauphin | 202 |
|---|---|
| Clinton | 202 |
| Washington | 202 |
| Forest | 202 |
| Bedford | 202 |
| Other values (63) |
| Value | Count | Frequency (%) | |
| Dauphin | 202 | 1.5% | |
| Clinton | 202 | 1.5% | |
| Washington | 202 | 1.5% | |
| Forest | 202 | 1.5% | |
| Bedford | 202 | 1.5% | |
| York | 202 | 1.5% | |
| Susquehanna | 202 | 1.5% | |
| Franklin | 202 | 1.5% | |
| Montour | 202 | 1.5% | |
| Northampton | 202 | 1.5% | |
| Monroe | 202 | 1.5% | |
| Pike | 202 | 1.5% | |
| Chester | 202 | 1.5% | |
| Schuylkill | 202 | 1.5% | |
| Venango | 202 | 1.5% | |
| Warren | 202 | 1.5% | |
| Fulton | 202 | 1.5% | |
| Indiana | 202 | 1.5% | |
| Luzerne | 202 | 1.5% | |
| Perry | 202 | 1.5% | |
| Statewide | 202 | 1.5% | |
| Columbia | 202 | 1.5% | |
| Mercer | 202 | 1.5% | |
| Adams | 202 | 1.5% | |
| Lehigh | 202 | 1.5% | |
| Other values (43) | 8686 | 63.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 14 |
|---|---|
| Median length | 7 |
| Mean length | 7.323529412 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 10908 | 10.8% | |
| n | 10100 | 10.0% | |
| r | 9090 | 9.0% | |
| a | 9090 | 9.0% | |
| o | 6666 | 6.6% | |
| i | 5252 | 5.2% | |
| t | 4848 | 4.8% | |
| l | 4848 | 4.8% | |
| u | 3030 | 3.0% | |
| d | 3030 | 3.0% | |
| m | 2626 | 2.6% | |
| s | 2424 | 2.4% | |
| h | 2424 | 2.4% | |
| C | 2222 | 2.2% | |
| g | 2020 | 2.0% | |
| y | 1818 | 1.8% | |
| c | 1616 | 1.6% | |
| k | 1616 | 1.6% | |
| f | 1616 | 1.6% | |
| B | 1414 | 1.4% | |
| L | 1414 | 1.4% | |
| M | 1212 | 1.2% | |
| S | 1212 | 1.2% | |
| b | 1212 | 1.2% | |
| w | 1010 | 1.0% | |
| Other values (20) | 7878 | 7.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 86658 | 86.1% | |
| Uppercase Letter | 13938 | 13.9% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 2222 | 15.9% | |
| B | 1414 | 10.1% | |
| L | 1414 | 10.1% | |
| M | 1212 | 8.7% | |
| S | 1212 | 8.7% | |
| W | 1010 | 7.2% | |
| P | 808 | 5.8% | |
| F | 808 | 5.8% | |
| A | 606 | 4.3% | |
| N | 404 | 2.9% | |
| D | 404 | 2.9% | |
| J | 404 | 2.9% | |
| E | 404 | 2.9% | |
| K | 202 | 1.4% | |
| Y | 202 | 1.4% | |
| G | 202 | 1.4% | |
| H | 202 | 1.4% | |
| T | 202 | 1.4% | |
| V | 202 | 1.4% | |
| I | 202 | 1.4% | |
| U | 202 | 1.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 10908 | 12.6% | |
| n | 10100 | 11.7% | |
| r | 9090 | 10.5% | |
| a | 9090 | 10.5% | |
| o | 6666 | 7.7% | |
| i | 5252 | 6.1% | |
| t | 4848 | 5.6% | |
| l | 4848 | 5.6% | |
| u | 3030 | 3.5% | |
| d | 3030 | 3.5% | |
| m | 2626 | 3.0% | |
| s | 2424 | 2.8% | |
| h | 2424 | 2.8% | |
| g | 2020 | 2.3% | |
| y | 1818 | 2.1% | |
| c | 1616 | 1.9% | |
| k | 1616 | 1.9% | |
| f | 1616 | 1.9% | |
| b | 1212 | 1.4% | |
| w | 1010 | 1.2% | |
| p | 606 | 0.7% | |
| v | 404 | 0.5% | |
| q | 202 | 0.2% | |
| z | 202 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 100596 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 10908 | 10.8% | |
| n | 10100 | 10.0% | |
| r | 9090 | 9.0% | |
| a | 9090 | 9.0% | |
| o | 6666 | 6.6% | |
| i | 5252 | 5.2% | |
| t | 4848 | 4.8% | |
| l | 4848 | 4.8% | |
| u | 3030 | 3.0% | |
| d | 3030 | 3.0% | |
| m | 2626 | 2.6% | |
| s | 2424 | 2.4% | |
| h | 2424 | 2.4% | |
| C | 2222 | 2.2% | |
| g | 2020 | 2.0% | |
| y | 1818 | 1.8% | |
| c | 1616 | 1.6% | |
| k | 1616 | 1.6% | |
| f | 1616 | 1.6% | |
| B | 1414 | 1.4% | |
| L | 1414 | 1.4% | |
| M | 1212 | 1.2% | |
| S | 1212 | 1.2% | |
| b | 1212 | 1.2% | |
| w | 1010 | 1.0% | |
| Other values (20) | 7878 | 7.8% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 100596 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 10908 | 10.8% | |
| n | 10100 | 10.0% | |
| r | 9090 | 9.0% | |
| a | 9090 | 9.0% | |
| o | 6666 | 6.6% | |
| i | 5252 | 5.2% | |
| t | 4848 | 4.8% | |
| l | 4848 | 4.8% | |
| u | 3030 | 3.0% | |
| d | 3030 | 3.0% | |
| m | 2626 | 2.6% | |
| s | 2424 | 2.4% | |
| h | 2424 | 2.4% | |
| C | 2222 | 2.2% | |
| g | 2020 | 2.0% | |
| y | 1818 | 1.8% | |
| c | 1616 | 1.6% | |
| k | 1616 | 1.6% | |
| f | 1616 | 1.6% | |
| B | 1414 | 1.4% | |
| L | 1414 | 1.4% | |
| M | 1212 | 1.2% | |
| S | 1212 | 1.2% | |
| b | 1212 | 1.2% | |
| w | 1010 | 1.0% | |
| Other values (20) | 7878 | 7.8% |
| Distinct | 11567 |
|---|---|
| Distinct (%) | 84.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66417.21469 |
|---|---|
| Minimum | 880 |
| Maximum | 2908088 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 107.4 KiB |
Quantile statistics
| Minimum | 880 |
|---|---|
| 5-th percentile | 2272.5 |
| Q1 | 7673.5 |
| median | 15248.5 |
| Q3 | 35606.25 |
| 95-th percentile | 107811.5 |
| Maximum | 2908088 |
| Range | 2907208 |
| Interquartile range (IQR) | 27932.75 |
Descriptive statistics
| Standard deviation | 281568.7611 |
|---|---|
| Coefficient of variation (CV) | 4.239394296 |
| Kurtosis | 63.35478059 |
| Mean | 66417.21469 |
| Median Absolute Deviation (MAD) | 9900.5 |
| Skewness | 7.784886354 |
| Sum | 912306861 |
| Variance | 7.928096724e+10 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 958 | 8 | 0.1% | |
| 1136 | 7 | 0.1% | |
| 1009 | 7 | 0.1% | |
| 959 | 6 | < 0.1% | |
| 995 | 6 | < 0.1% | |
| 1110 | 6 | < 0.1% | |
| 8011 | 6 | < 0.1% | |
| 1116 | 5 | < 0.1% | |
| 1008 | 5 | < 0.1% | |
| 911 | 5 | < 0.1% | |
| 979 | 5 | < 0.1% | |
| 1004 | 5 | < 0.1% | |
| 3245 | 5 | < 0.1% | |
| 1006 | 5 | < 0.1% | |
| 6791 | 5 | < 0.1% | |
| 940 | 5 | < 0.1% | |
| 1127 | 5 | < 0.1% | |
| 945 | 5 | < 0.1% | |
| 10572 | 5 | < 0.1% | |
| 1121 | 5 | < 0.1% | |
| 974 | 5 | < 0.1% | |
| 6731 | 4 | < 0.1% | |
| 7863 | 4 | < 0.1% | |
| 6617 | 4 | < 0.1% | |
| 1132 | 4 | < 0.1% | |
| Other values (11542) | 13604 | 99.0% |
| Value | Count | Frequency (%) | |
| 880 | 1 | < 0.1% | |
| 881 | 2 | < 0.1% | |
| 883 | 1 | < 0.1% | |
| 885 | 1 | < 0.1% | |
| 887 | 1 | < 0.1% | |
| 889 | 2 | < 0.1% | |
| 894 | 3 | < 0.1% | |
| 896 | 1 | < 0.1% | |
| 897 | 1 | < 0.1% | |
| 898 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2908088 | 1 | < 0.1% | |
| 2908017 | 1 | < 0.1% | |
| 2906959 | 1 | < 0.1% | |
| 2902616 | 1 | < 0.1% | |
| 2894860 | 1 | < 0.1% | |
| 2893666 | 1 | < 0.1% | |
| 2892070 | 1 | < 0.1% | |
| 2888743 | 1 | < 0.1% | |
| 2887989 | 1 | < 0.1% | |
| 2886224 | 1 | < 0.1% |
| Distinct | 9826 |
|---|---|
| Distinct (%) | 71.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31564.45166 |
|---|---|
| Minimum | 317 |
| Maximum | 1230401 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 107.4 KiB |
Quantile statistics
| Minimum | 317 |
|---|---|
| 5-th percentile | 1045 |
| Q1 | 3543.75 |
| median | 6763.5 |
| Q3 | 15876 |
| 95-th percentile | 49019.5 |
| Maximum | 1230401 |
| Range | 1230084 |
| Interquartile range (IQR) | 12332.25 |
Descriptive statistics
| Standard deviation | 132269.139 |
|---|---|
| Coefficient of variation (CV) | 4.190446279 |
| Kurtosis | 58.39965152 |
| Mean | 31564.45166 |
| Median Absolute Deviation (MAD) | 4347 |
| Skewness | 7.556646925 |
| Sum | 433569308 |
| Variance | 1.749512514e+10 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 412 | 9 | 0.1% | |
| 336 | 8 | 0.1% | |
| 4071 | 8 | 0.1% | |
| 408 | 8 | 0.1% | |
| 4014 | 8 | 0.1% | |
| 4522 | 8 | 0.1% | |
| 4065 | 7 | 0.1% | |
| 3217 | 7 | 0.1% | |
| 409 | 7 | 0.1% | |
| 3471 | 7 | 0.1% | |
| 3433 | 7 | 0.1% | |
| 3569 | 7 | 0.1% | |
| 338 | 7 | 0.1% | |
| 413 | 7 | 0.1% | |
| 5840 | 7 | 0.1% | |
| 3472 | 7 | 0.1% | |
| 343 | 7 | 0.1% | |
| 5410 | 7 | 0.1% | |
| 3189 | 7 | 0.1% | |
| 534 | 6 | < 0.1% | |
| 419 | 6 | < 0.1% | |
| 345 | 6 | < 0.1% | |
| 3479 | 6 | < 0.1% | |
| 4094 | 6 | < 0.1% | |
| 3973 | 6 | < 0.1% | |
| Other values (9801) | 13560 | 98.7% |
| Value | Count | Frequency (%) | |
| 317 | 1 | < 0.1% | |
| 320 | 1 | < 0.1% | |
| 322 | 1 | < 0.1% | |
| 323 | 2 | < 0.1% | |
| 324 | 3 | < 0.1% | |
| 325 | 2 | < 0.1% | |
| 326 | 2 | < 0.1% | |
| 327 | 1 | < 0.1% | |
| 328 | 2 | < 0.1% | |
| 329 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1230401 | 1 | < 0.1% | |
| 1228925 | 1 | < 0.1% | |
| 1228592 | 1 | < 0.1% | |
| 1227717 | 1 | < 0.1% | |
| 1227077 | 1 | < 0.1% | |
| 1226886 | 1 | < 0.1% | |
| 1225541 | 1 | < 0.1% | |
| 1224342 | 1 | < 0.1% | |
| 1222778 | 1 | < 0.1% | |
| 1222064 | 1 | < 0.1% |
State Fiscal Year
Categorical
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.4 KiB |
| 2010-2011 | 816 |
|---|---|
| 2013-2014 | 816 |
| 2003-2004 | 816 |
| 2004-2005 | 816 |
| 2005-2006 | 816 |
| Other values (12) |
| Value | Count | Frequency (%) | |
| 2010-2011 | 816 | 5.9% | |
| 2013-2014 | 816 | 5.9% | |
| 2003-2004 | 816 | 5.9% | |
| 2004-2005 | 816 | 5.9% | |
| 2005-2006 | 816 | 5.9% | |
| 2015-2016 | 816 | 5.9% | |
| 2012-2013 | 816 | 5.9% | |
| 2016-2017 | 816 | 5.9% | |
| 2011-2012 | 816 | 5.9% | |
| 2018-2019 | 816 | 5.9% | |
| 2009-2010 | 816 | 5.9% | |
| 2014-2015 | 816 | 5.9% | |
| 2007-2008 | 816 | 5.9% | |
| 2006-2007 | 816 | 5.9% | |
| 2017-2018 | 816 | 5.9% | |
| 2008-2009 | 816 | 5.9% | |
| 2019-2020 | 680 | 5.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 40392 | 32.7% | |
| 2 | 29784 | 24.1% | |
| 1 | 17816 | 14.4% | |
| - | 13736 | 11.1% | |
| 4 | 3264 | 2.6% | |
| 5 | 3264 | 2.6% | |
| 6 | 3264 | 2.6% | |
| 7 | 3264 | 2.6% | |
| 8 | 3264 | 2.6% | |
| 9 | 3128 | 2.5% | |
| 3 | 2448 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 109888 | 88.9% | |
| Dash Punctuation | 13736 | 11.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 40392 | 36.8% | |
| 2 | 29784 | 27.1% | |
| 1 | 17816 | 16.2% | |
| 4 | 3264 | 3.0% | |
| 5 | 3264 | 3.0% | |
| 6 | 3264 | 3.0% | |
| 7 | 3264 | 3.0% | |
| 8 | 3264 | 3.0% | |
| 9 | 3128 | 2.8% | |
| 3 | 2448 | 2.2% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 13736 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 123624 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 40392 | 32.7% | |
| 2 | 29784 | 24.1% | |
| 1 | 17816 | 14.4% | |
| - | 13736 | 11.1% | |
| 4 | 3264 | 2.6% | |
| 5 | 3264 | 2.6% | |
| 6 | 3264 | 2.6% | |
| 7 | 3264 | 2.6% | |
| 8 | 3264 | 2.6% | |
| 9 | 3128 | 2.5% | |
| 3 | 2448 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 123624 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 40392 | 32.7% | |
| 2 | 29784 | 24.1% | |
| 1 | 17816 | 14.4% | |
| - | 13736 | 11.1% | |
| 4 | 3264 | 2.6% | |
| 5 | 3264 | 2.6% | |
| 6 | 3264 | 2.6% | |
| 7 | 3264 | 2.6% | |
| 8 | 3264 | 2.6% | |
| 9 | 3128 | 2.5% | |
| 3 | 2448 | 2.0% |
Latitude
Real number (ℝ≥0)
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.79717159 |
|---|---|
| Minimum | 39.346129 |
| Maximum | 41.994138 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 107.4 KiB |
Quantile statistics
| Minimum | 39.346129 |
|---|---|
| 5-th percentile | 39.916579 |
| Q1 | 40.328837 |
| median | 40.793116 |
| Q3 | 41.3355785 |
| 95-th percentile | 41.810371 |
| Maximum | 41.994138 |
| Range | 2.648009 |
| Interquartile range (IQR) | 1.0067415 |
Descriptive statistics
| Standard deviation | 0.6347239913 |
|---|---|
| Coefficient of variation (CV) | 0.01555803911 |
| Kurtosis | -0.9701487931 |
| Mean | 40.79717159 |
| Median Absolute Deviation (MAD) | 0.524359 |
| Skewness | -0.008195782671 |
| Sum | 560389.9489 |
| Variance | 0.4028745452 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 41.178364 | 202 | 1.5% | |
| 40.467355 | 202 | 1.5% | |
| 40.209899 | 202 | 1.5% | |
| 41.131391 | 202 | 1.5% | |
| 40.007375 | 202 | 1.5% | |
| 41.232863 | 202 | 1.5% | |
| 40.99325 | 202 | 1.5% | |
| 40.919367 | 202 | 1.5% | |
| 40.367597 | 202 | 1.5% | |
| 41.403413 | 202 | 1.5% | |
| 40.191097 | 202 | 1.5% | |
| 39.916579 | 202 | 1.5% | |
| 40.491275 | 202 | 1.5% | |
| 41.438803 | 202 | 1.5% | |
| 40.707512 | 202 | 1.5% | |
| 40.771137 | 202 | 1.5% | |
| 41.994138 | 202 | 1.5% | |
| 40.004444 | 202 | 1.5% | |
| 39.872096 | 202 | 1.5% | |
| 40.612749 | 202 | 1.5% | |
| 40.335011 | 202 | 1.5% | |
| 41.649698 | 202 | 1.5% | |
| 40.919314 | 202 | 1.5% | |
| 40.910832 | 202 | 1.5% | |
| 39.854804 | 202 | 1.5% | |
| Other values (43) | 8686 | 63.2% |
| Value | Count | Frequency (%) | |
| 39.346129 | 202 | 1.5% | |
| 39.854804 | 202 | 1.5% | |
| 39.872096 | 202 | 1.5% | |
| 39.916579 | 202 | 1.5% | |
| 39.919448 | 202 | 1.5% | |
| 39.921925 | 202 | 1.5% | |
| 39.924875 | 202 | 1.5% | |
| 39.927862 | 202 | 1.5% | |
| 39.971463 | 202 | 1.5% | |
| 39.974871 | 202 | 1.5% |
| Value | Count | Frequency (%) | |
| 41.994138 | 202 | 1.5% | |
| 41.820569 | 202 | 1.5% | |
| 41.816752 | 202 | 1.5% | |
| 41.810371 | 202 | 1.5% | |
| 41.791178 | 202 | 1.5% | |
| 41.773338 | 202 | 1.5% | |
| 41.744206 | 202 | 1.5% | |
| 41.685469 | 202 | 1.5% | |
| 41.649698 | 202 | 1.5% | |
| 41.518925 | 202 | 1.5% |
Longitude
Real number (ℝ)
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -77.58356299 |
|---|---|
| Minimum | -80.351074 |
| Maximum | -75.032709 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 107.4 KiB |
Quantile statistics
| Minimum | -80.351074 |
|---|---|
| 5-th percentile | -80.251801 |
| Q1 | -79.04658525 |
| median | -77.337219 |
| Q3 | -76.1720255 |
| 95-th percentile | -75.167756 |
| Maximum | -75.032709 |
| Range | 5.318365 |
| Interquartile range (IQR) | 2.87455975 |
Descriptive statistics
| Standard deviation | 1.654444087 |
|---|---|
| Coefficient of variation (CV) | -0.02132467269 |
| Kurtosis | -1.24461225 |
| Mean | -77.58356299 |
| Median Absolute Deviation (MAD) | 1.3940845 |
| Skewness | -0.1432593023 |
| Sum | -1065687.821 |
| Variance | 2.737185235 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -76.514792 | 202 | 1.5% | |
| -76.711884 | 202 | 1.5% | |
| -75.312637 | 202 | 1.5% | |
| -78.491165 | 202 | 1.5% | |
| -76.518256 | 202 | 1.5% | |
| -80.251801 | 202 | 1.5% | |
| -78.57122 | 202 | 1.5% | |
| -75.140236 | 202 | 1.5% | |
| -77.642838 | 202 | 1.5% | |
| -77.222243 | 202 | 1.5% | |
| -75.37252 | 202 | 1.5% | |
| -76.410022 | 202 | 1.5% | |
| -76.251388 | 202 | 1.5% | |
| -78.11485 | 202 | 1.5% | |
| -75.112912 | 202 | 1.5% | |
| -79.424836 | 202 | 1.5% | |
| -76.725761 | 202 | 1.5% | |
| -75.600995 | 202 | 1.5% | |
| -77.982766 | 202 | 1.5% | |
| -79.278582 | 202 | 1.5% | |
| -80.040759 | 202 | 1.5% | |
| -76.779606 | 202 | 1.5% | |
| -79.031002 | 202 | 1.5% | |
| -77.259074 | 202 | 1.5% | |
| -79.986198 | 202 | 1.5% | |
| Other values (43) | 8686 | 63.2% |
| Value | Count | Frequency (%) | |
| -80.351074 | 202 | 1.5% | |
| -80.337541 | 202 | 1.5% | |
| -80.260094 | 202 | 1.5% | |
| -80.251801 | 202 | 1.5% | |
| -80.229438 | 202 | 1.5% | |
| -80.113211 | 202 | 1.5% | |
| -80.040759 | 202 | 1.5% | |
| -79.986198 | 202 | 1.5% | |
| -79.917118 | 202 | 1.5% | |
| -79.762866 | 202 | 1.5% |
| Value | Count | Frequency (%) | |
| -75.032709 | 202 | 1.5% | |
| -75.112912 | 202 | 1.5% | |
| -75.140236 | 202 | 1.5% | |
| -75.167756 | 202 | 1.5% | |
| -75.305154 | 202 | 1.5% | |
| -75.312637 | 202 | 1.5% | |
| -75.340836 | 202 | 1.5% | |
| -75.37252 | 202 | 1.5% | |
| -75.406277 | 202 | 1.5% | |
| -75.600995 | 202 | 1.5% |
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 107.4 KiB |
| POINT (-75.406277 39.916579) | 202 |
|---|---|
| POINT (-77.257881 41.773338) | 202 |
| POINT (-75.600995 40.614648) | 202 |
| POINT (-79.76286600000002 41.40341300000001) | 202 |
| POINT (-78.718942 40.491275) | 202 |
| Other values (63) |
| Value | Count | Frequency (%) | |
| POINT (-75.406277 39.916579) | 202 | 1.5% | |
| POINT (-77.257881 41.773338) | 202 | 1.5% | |
| POINT (-75.600995 40.614648) | 202 | 1.5% | |
| POINT (-79.76286600000002 41.40341300000001) | 202 | 1.5% | |
| POINT (-78.718942 40.491275) | 202 | 1.5% | |
| POINT (-78.209169 41.438803) | 202 | 1.5% | |
| POINT (-78.57122 41.810371) | 202 | 1.5% | |
| POINT (-80.040759 41.994138) | 202 | 1.5% | |
| POINT (-76.518256 41.791178) | 202 | 1.5% | |
| POINT (-78.11485 39.924875) | 202 | 1.5% | |
| POINT (-80.337541 40.99325) | 202 | 1.5% | |
| POINT (-77.642838 41.232863) | 202 | 1.5% | |
| POINT (-76.01813 41.518925) | 202 | 1.5% | |
| POINT (-75.312637 40.754595) | 202 | 1.5% | |
| POINT (-77.723988 39.927862) | 202 | 1.5% | |
| POINT (-75.802503 41.820569) | 202 | 1.5% | |
| POINT (-77.222243 39.872096) | 202 | 1.5% | |
| POINT (-80.351074 40.683492) | 202 | 1.5% | |
| POINT (-80.260094 41.302378) | 202 | 1.5% | |
| POINT (-76.223324 40.707512) | 202 | 1.5% | |
| POINT (-79.986198 40.467355) | 202 | 1.5% | |
| POINT (-77.620031 40.612749) | 202 | 1.5% | |
| POINT (-80.113211 41.685469) | 202 | 1.5% | |
| POINT (-77.069425 41.344598) | 202 | 1.5% | |
| POINT (-78.475583 41.000429) | 202 | 1.5% | |
| Other values (43) | 8686 | 63.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 44 |
|---|---|
| Median length | 28 |
| Mean length | 28.67647059 |
| Min length | 27 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 32724 | 8.3% | |
| 7 | 31310 | 7.9% | |
| 4 | 28078 | 7.1% | |
| 1 | 27876 | 7.1% | |
| 27472 | 7.0% | ||
| . | 27472 | 7.0% | |
| 9 | 22624 | 5.7% | |
| 5 | 18180 | 4.6% | |
| 8 | 17776 | 4.5% | |
| 3 | 17776 | 4.5% | |
| 2 | 16564 | 4.2% | |
| 6 | 16160 | 4.1% | |
| P | 13736 | 3.5% | |
| O | 13736 | 3.5% | |
| I | 13736 | 3.5% | |
| N | 13736 | 3.5% | |
| T | 13736 | 3.5% | |
| ( | 13736 | 3.5% | |
| - | 13736 | 3.5% | |
| ) | 13736 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 229068 | 58.2% | |
| Uppercase Letter | 68680 | 17.4% | |
| Space Separator | 27472 | 7.0% | |
| Other Punctuation | 27472 | 7.0% | |
| Open Punctuation | 13736 | 3.5% | |
| Dash Punctuation | 13736 | 3.5% | |
| Close Punctuation | 13736 | 3.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| P | 13736 | 20.0% | |
| O | 13736 | 20.0% | |
| I | 13736 | 20.0% | |
| N | 13736 | 20.0% | |
| T | 13736 | 20.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 27472 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 13736 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 13736 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 32724 | 14.3% | |
| 7 | 31310 | 13.7% | |
| 4 | 28078 | 12.3% | |
| 1 | 27876 | 12.2% | |
| 9 | 22624 | 9.9% | |
| 5 | 18180 | 7.9% | |
| 8 | 17776 | 7.8% | |
| 3 | 17776 | 7.8% | |
| 2 | 16564 | 7.2% | |
| 6 | 16160 | 7.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 27472 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 13736 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 325220 | 82.6% | |
| Latin | 68680 | 17.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| P | 13736 | 20.0% | |
| O | 13736 | 20.0% | |
| I | 13736 | 20.0% | |
| N | 13736 | 20.0% | |
| T | 13736 | 20.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 32724 | 10.1% | |
| 7 | 31310 | 9.6% | |
| 4 | 28078 | 8.6% | |
| 1 | 27876 | 8.6% | |
| 27472 | 8.4% | ||
| . | 27472 | 8.4% | |
| 9 | 22624 | 7.0% | |
| 5 | 18180 | 5.6% | |
| 8 | 17776 | 5.5% | |
| 3 | 17776 | 5.5% | |
| 2 | 16564 | 5.1% | |
| 6 | 16160 | 5.0% | |
| ( | 13736 | 4.2% | |
| - | 13736 | 4.2% | |
| ) | 13736 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 393900 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 32724 | 8.3% | |
| 7 | 31310 | 7.9% | |
| 4 | 28078 | 7.1% | |
| 1 | 27876 | 7.1% | |
| 27472 | 7.0% | ||
| . | 27472 | 7.0% | |
| 9 | 22624 | 5.7% | |
| 5 | 18180 | 4.6% | |
| 8 | 17776 | 4.5% | |
| 3 | 17776 | 4.5% | |
| 2 | 16564 | 4.2% | |
| 6 | 16160 | 4.1% | |
| P | 13736 | 3.5% | |
| O | 13736 | 3.5% | |
| I | 13736 | 3.5% | |
| N | 13736 | 3.5% | |
| T | 13736 | 3.5% | |
| ( | 13736 | 3.5% | |
| - | 13736 | 3.5% | |
| ) | 13736 | 3.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| State Name | FIPS State Code | Calendar Year | Calendar Month | Month Name | Date | County Code | FIPS County Code | County Name | MA Individuals | MA Children | State Fiscal Year | Latitude | Longitude | Georeferenced Latitude & Longitude | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | PA | 42 | 2015 | 6 | June | 06/01/2015 12:00:00 AM | 10 | 19 | Butler | 24112 | 10788 | 2014-2015 | 40.910832 | -79.917118 | POINT (-79.917118 40.910832) |
| 1 | PA | 42 | 2013 | 10 | October | 10/01/2013 12:00:00 AM | 42 | 83 | McKean | 9145 | 4177 | 2013-2014 | 41.810371 | -78.571220 | POINT (-78.57122 41.810371) |
| 2 | PA | 42 | 2006 | 10 | October | 10/01/2006 12:00:00 AM | 3 | 5 | Armstrong | 12194 | 5840 | 2006-2007 | 40.815095 | -79.473169 | POINT (-79.473169 40.815095) |
| 3 | PA | 42 | 2010 | 7 | July | 07/01/2010 12:00:00 AM | 4 | 7 | Beaver | 30872 | 15210 | 2010-2011 | 40.683492 | -80.351074 | POINT (-80.351074 40.683492) |
| 4 | PA | 42 | 2009 | 4 | April | 04/01/2009 12:00:00 AM | 0 | 0 | Statewide | 2059168 | 1043337 | 2008-2009 | 39.346129 | -75.167756 | POINT (-75.167756 39.346129) |
| 5 | PA | 42 | 2013 | 3 | March | 03/01/2013 12:00:00 AM | 53 | 105 | Potter | 3374 | 1570 | 2012-2013 | 41.744206 | -77.898792 | POINT (-77.898792 41.744206) |
| 6 | PA | 42 | 2014 | 8 | August | 08/01/2014 12:00:00 AM | 26 | 51 | Fayette | 35070 | 15159 | 2014-2015 | 39.919448 | -79.651896 | POINT (-79.651896 39.919448) |
| 7 | PA | 42 | 2016 | 5 | May | 05/01/2016 12:00:00 AM | 28 | 55 | Franklin | 27493 | 13264 | 2015-2016 | 39.927862 | -77.723988 | POINT (-77.723988 39.927862) |
| 8 | PA | 42 | 2012 | 2 | February | 02/01/2012 12:00:00 AM | 36 | 71 | Lancaster | 71597 | 37891 | 2011-2012 | 40.045908 | -76.251388 | POINT (-76.251388 40.045908) |
| 9 | PA | 42 | 2003 | 10 | October | 10/01/2003 12:00:00 AM | 28 | 55 | Franklin | 12149 | 6525 | 2003-2004 | 39.927862 | -77.723988 | POINT (-77.723988 39.927862) |
Last rows
| State Name | FIPS State Code | Calendar Year | Calendar Month | Month Name | Date | County Code | FIPS County Code | County Name | MA Individuals | MA Children | State Fiscal Year | Latitude | Longitude | Georeferenced Latitude & Longitude | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13726 | PA | 42 | 2005 | 8 | August | 08/01/2005 12:00:00 AM | 47 | 93 | Montour | 2468 | 1048 | 2005-2006 | 41.028018 | -76.664705 | POINT (-76.664705 41.028018) |
| 13727 | PA | 42 | 2006 | 4 | April | 04/01/2006 12:00:00 AM | 18 | 35 | Clinton | 6695 | 3097 | 2005-2006 | 41.232863 | -77.642838 | POINT (-77.642838 41.232863) |
| 13728 | PA | 42 | 2010 | 11 | November | 11/01/2010 12:00:00 AM | 23 | 45 | Delaware | 84298 | 44485 | 2010-2011 | 39.916579 | -75.406277 | POINT (-75.406277 39.916579) |
| 13729 | PA | 42 | 2018 | 6 | June | 06/01/2018 12:00:00 AM | 64 | 127 | Wayne | 10723 | 4303 | 2017-2018 | 41.649698 | -75.305154 | POINT (-75.305154 41.649698) |
| 13730 | PA | 42 | 2009 | 12 | December | 12/01/2009 12:00:00 AM | 40 | 79 | Luzerne | 58787 | 29706 | 2009-2010 | 41.178364 | -75.991996 | POINT (-75.991996 41.178364) |
| 13731 | PA | 42 | 2017 | 3 | March | 03/01/2017 12:00:00 AM | 4 | 7 | Beaver | 36273 | 14733 | 2016-2017 | 40.683492 | -80.351074 | POINT (-80.351074 40.683492) |
| 13732 | PA | 42 | 2007 | 6 | June | 06/01/2007 12:00:00 AM | 37 | 73 | Lawrence | 17222 | 8274 | 2006-2007 | 40.993250 | -80.337541 | POINT (-80.337541 40.99325) |
| 13733 | PA | 42 | 2017 | 9 | September | 09/01/2017 12:00:00 AM | 36 | 71 | Lancaster | 92967 | 43594 | 2017-2018 | 40.045908 | -76.251388 | POINT (-76.251388 40.045908) |
| 13734 | PA | 42 | 2015 | 8 | August | 08/01/2015 12:00:00 AM | 13 | 25 | Carbon | 11923 | 5452 | 2015-2016 | 40.919367 | -75.711070 | POINT (-75.71107 40.919367) |
| 13735 | PA | 42 | 2004 | 2 | February | 02/01/2004 12:00:00 AM | 30 | 59 | Greene | 8297 | 3875 | 2003-2004 | 39.854804 | -80.229438 | POINT (-80.229438 39.854804) |